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. 2018 Sep 11;96(10):4100–4111. doi: 10.1093/jas/sky294

Table 3.

Description of models used for heifer pregnancy, stayability, and production traits in Red Angus cattle

Trait1 Fixed effects Random effects
Contemporary group Sex Age AOD2 Direct additive genetic effect Maternal
additive genetic effect
Permanent environment effect
HPG HPG No Yes No Yes No No
STAY STAY No No No Yes No No
BWT Birth Yes3 No Yes Yes No No
Pre-WG Weaning Yes4 No Yes Yes Yes Yes
WW Weaning Yes4 No Yes Yes Yes Yes
Post-WG Yearling Yes4 No Yes Yes No No
YW Yearling Yes4 No Yes Yes Yes Yes
SC Yearling No No No Yes No No
REA Carcass Yes4 Yes No Yes No No
BF Carcass Yes4 Yes No Yes No No
MARB Carcass Yes4 Yes No Yes No No
HCW Carcass Yes4 Yes No Yes No No
UREA Ultrasound Yes4 Yes No Yes No No
UBF Ultrasound Yes4 Yes No Yes No No
UIMF Ultrasound Yes4 Yes No Yes No No
TS Calf Birth No Yes No Yes No Yes
US Calf Birth No Yes No Yes No Yes
MW Calf Weaning No Yes No Yes No Yes
BCS Calf Birth No Yes No Yes No Yes

1HPG= heifer pregnancy, STAY = stayability; BWT= birth weight; Pre-WG = Pre-Weaning Gain; WW = weaning weight; Post-WG = post weaning gain; YW = yearling weight; SCD= scrotal circumference; REA = rib eye area; BF = backfat; MARB = marbling score; HCW = hot carcass weight; UREA = ultrasound rib eye area; UBF = ultrasound backfat; UIMF = ultrasound intramuscular fat; TS = teat score; US = udder suspension score; MW = mature weight; BCS = body condition score.

2Defined as 2, 3, 4, 5 to 9, 10, and 11+ years of age.

3Defined as bull and heifer.

4Defined as bull, heifer, and steer.